Reproduce macOS Python Flavors
Nuitka/Nuitka
Reproduce macOS Nuitka issues across Python distributions and GitHub Actions Python packaging.
Perform deep feature audits with transition-matrix and logical fault-injection validation.
Install Audit Review
$ npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install testflows/TestFlows-GitHub-Hetzner-Runners audit-review --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/audit-code .claude/skills/audit-review && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "audit-review" agent skill from https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners/tree/main/.agents/skills/audit-code into .claude/skills/audit-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-review", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners/tree/main/.agents/skills/audit-codeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install testflows/TestFlows-GitHub-Hetzner-Runners audit-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/audit-code .agents/skills/audit-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "audit-review" agent skill from https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners/tree/main/.agents/skills/audit-code into .agents/skills/audit-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-review", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install testflows/TestFlows-GitHub-Hetzner-Runners audit-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/audit-code .cursor/skills/audit-review && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "audit-review" agent skill from https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners/tree/main/.agents/skills/audit-code into .cursor/skills/audit-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-review", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners.git --path .agents/skills/audit-code--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install testflows/TestFlows-GitHub-Hetzner-Runners audit-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/audit-code .gemini/skills/audit-review && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "audit-review" agent skill from https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners/tree/main/.agents/skills/audit-code into .gemini/skills/audit-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-review", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install testflows/TestFlows-GitHub-Hetzner-Runners audit-reviewInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/audit-code .github/skills/audit-review && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "audit-review" agent skill from https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners/tree/main/.agents/skills/audit-code into .github/skills/audit-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-review", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install testflows/TestFlows-GitHub-Hetzner-Runners audit-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/audit-code .opencode/skills/audit-review && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "audit-review" agent skill from https://github.com/testflows/TestFlows-GitHub-Hetzner-Runners/tree/main/.agents/skills/audit-code into .opencode/skills/audit-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-review", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
audit-review- GitHub stars
- 102
- Token cost
- ~2.1k tokens
- SKILL.md length
- 886 words
- Files
- 1
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Perform deep feature audits with transition-matrix and logical fault-injection validation.
- Works in 10 steps: If PR scope is large, partition by… → Build call graph first → Build transition matrix → …
- Reviewing complex changes
- SKILL.md covers Purpose, Workflow, Python Bug-Type Coverage… and Cloud Infrastructure Emphasis, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Audit Review is an agent skill from testflows/TestFlows-GitHub-Hetzner-Runners. Perform deep feature audits with transition-matrix and logical fault-injection validation. Use when reviewing complex changes, regressions, state-machine behavior, config interactions, API/protocol flows, and concurrency-sensitive logic.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Chaos engineering and CI/CD. It works with Python and GitHub Actions. The repository describes itself as: Autoscaling Self-Hosted GitHub Actions Runners on Hetzner Cloud.
When your agent uses it
- Reviewing complex changes
- State-machine behavior
- Config interactions
- API/protocol flows
Example prompts
- “/audit-review”
Requirements
- Python 3
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- If PR scope is large, partition by functionality/workstream first
- Build call graph first
- Build transition matrix
- Perform logical testing of all code paths
- Define logical fault categories from the code under review
- Run logical fault injection category-by-category
- Confirm each finding with code-path evidence.
- Produce coverage accounting
- For async/concurrent paths, perform interleaving analysis
- For mutation-heavy paths, perform rollback/partial-update analysis
What it can do on your machine
Read from SKILL.md and the folder at commit 6923128. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Audit Review loads about 2.1k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 886 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 886 words (~2,141 tokens).
“Run a repeatable deep audit for any feature and report confirmed defects with severity. Default mode is static reasoning unless runtime execution is explicitly performed.”
- name
- audit-review
Files
Just SKILL.md in .agents/skills/audit-code of testflows/TestFlows-GitHub-Hetzner-Runners.
Open the folder on GitHubat commit 6923128
Compare with similar skills
Audit Review next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Audit Review this skilltestflows/TestFlows-GitHub-Hetzner-Runners | 102 | — | ~2.1k | Automated safety check: Pass | Custom licence | |
| Reproduce macOS Python FlavorsNuitka/Nuitka | 15k | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | |
| CI Pipeline Synthesizerkajisho5/ffmpeg-skill | 1.9k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| DDNS Build and Release MaintenanceNewFuture/DDNS | 4.7k | — | ~444 | Automated safety check: Pass | MIT | |
| Dependencies Managementmaread99/market_prices | 106 | — | ~2.4k | Automated safety check: Notes | MIT | |
| Code PatternsAedelon/claude-code-blueprint | 120 | — | ~1.2k | Automated safety check: Pass | Custom licence |
Similar skills
CI Pipeline Synthesizer
kajisho5/ffmpeg-skill
Generate GitHub Actions CI/CD pipeline configurations for automated building and testing of library and package projects.
DDNS Build and Release Maintenance
NewFuture/DDNS
Maintains the DDNS project's GitHub Actions, Docker and Nuitka builds, packaging and release preparation without touching publishing credentials.
Dependencies Management
maread99/market_prices
instructions for updating and managing project dependencies (including Github actions).
Code Patterns
Aedelon/claude-code-blueprint
Reference patterns for REST APIs, pytest/vitest testing, Docker multi-stage builds, GitHub Actions CI/CD, PostgreSQL, TypeScript generics, Python async, and React Server Components.
- Official
Bump Sentry Dependency
getsentry/sentry
Bumps an existing Python dependency in getsentry/sentry through the repository's self-serve GitHub Actions workflow.
Related
Works with
Categories
Questions about Audit Review
What does Audit Review do?
Perform deep feature audits with transition-matrix and logical fault-injection validation. Audit Review is an agent skill from testflows/TestFlows-GitHub-Hetzner-Runners. Perform deep feature audits with transition-matrix and logical fault-injection validation.
When should I use Audit Review?
Audit Review fits situations like: reviewing complex changes; state-machine behavior; config interactions; API/protocol flows.
How do I install Audit Review in Claude Code?
Run `npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a claude-code`. Or copy the skill folder (.agents/skills/audit-code in testflows/TestFlows-GitHub-Hetzner-Runners) into .claude/skills/audit-review in your project. Claude Code loads it when a task matches its description.
How do I install Audit Review in Codex?
Run `npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a codex`. Or copy the skill folder (.agents/skills/audit-code in testflows/TestFlows-GitHub-Hetzner-Runners) into .agents/skills/audit-review in your project. Codex loads it when a task matches its description.
Can I use Audit Review in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add testflows/TestFlows-GitHub-Hetzner-Runners --skill audit-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-review, .gemini/skills/audit-review, .github/skills/audit-review and .opencode/skills/audit-review in your project.
What does Audit Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Audit Review is instructions for the agent only. Our summary lists: Python 3.
Does Audit Review access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Audit Review safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Audit Review use?
Audit Review has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Audit Review use?
About 2.1k tokens (SKILL.md is roughly 8.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Audit Review?
Skills that share tags, products or a category with Audit Review: Reproduce macOS Python Flavors (Nuitka/Nuitka, 15k stars), CI Pipeline Synthesizer (kajisho5/ffmpeg-skill, 1.9k stars), DDNS Build and Release Maintenance (NewFuture/DDNS, 4.7k stars) and Dependencies Management (maread99/market_prices, 106 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Audit Review?
testflows (a GitHub organization) maintains it in testflows/TestFlows-GitHub-Hetzner-Runners, which has 102 GitHub stars. The repository was last updated on September 21, 2026.
Source: testflows/TestFlows-GitHub-Hetzner-Runners on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.